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Parent(s):
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Update README.md
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README.md
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@@ -85,7 +85,82 @@ print(tokenizer.decode(outputs[0]))
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🏆 Evaluation
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###
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### Training hyperparameters
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🏆 Evaluation
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### AGIEVAL
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| Task | Version | Metric | Value | | StdErr |
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|-------------------------------------------|---------|--------|-------|---|---------|
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| agieval\_aqua\_rat | 0 | acc | 24.02 | _ | 2.69 |
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| agieval\_aqua\_rat | 0 | acc\_norm | 24.02 | _ | 2.69 |
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| agieval\_logiqa\_en | 0 | acc | 23.20 | _ | 1.66 |
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| agieval\_logiqa\_en | 0 | acc\_norm | 24.42 | _ | 1.69 |
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| agieval\_lsat\_ar | 0 | acc | 18.26 | _ | 2.55 |
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| agieval\_lsat\_ar | 0 | acc\_norm | 18.70 | _ | 2.58 |
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| agieval\_lsat\_lr | 0 | acc | 22.35 | _ | 1.85 |
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| agieval\_lsat\_lr | 0 | acc\_norm | 23.53 | _ | 1.88 |
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| agieval\_lsat\_rc | 0 | acc | 20.82 | _ | 2.48 |
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| agieval\_lsat\_rc | 0 | acc\_norm | 20.07 | _ | 2.45 |
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| agieval\_sat\_en | 0 | acc | 32.52 | _ | 3.27 |
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| agieval\_sat\_en | 0 | acc\_norm | 32.52 | _ | 3.27 |
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| agieval\_sat\_en\_without\_passage | 0 | acc | 25.73 | _ | 3.05 |
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| agieval\_sat\_en\_without\_passage | 0 | acc\_norm | 24.27 | _ | 2.99 |
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| agieval\_sat\_math | 0 | acc | 25.00 | _ | 2.93 |
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| agieval\_sat\_math | 0 | acc\_norm | 20.91 | _ | 2.75 |
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Average: 23.8
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### GPT4ALL
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| Task | Version | Metric | Value | | StdErr |
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|----------------------|---------|--------|-------|---|---------|
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| arc\_challenge | 0 | acc | 21.77 | _ | 1.21 |
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| arc\_challenge | 0 | acc\_norm | 24.15 | _ | 1.25 |
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| arc\_easy | 0 | acc | 37.37 | _ | 0.99 |
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| arc\_easy | 0 | acc\_norm | 36.95 | _ | 0.99 |
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| boolq | 1 | acc | 65.60 | _ | 0.83 |
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| hellaswag | 0 | acc | 34.54 | _ | 0.47 |
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| hellaswag | 0 | acc\_norm | 40.54 | _ | 0.49 |
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| openbookqa | 0 | acc | 15.00 | _ | 1.59 |
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| openbookqa | 0 | acc\_norm | 27.40 | _ | 2.00 |
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| piqa | 0 | acc | 60.88 | _ | 1.14 |
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| piqa | 0 | acc\_norm | 60.55 | _ | 1.14 |
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| winogrande | 0 | acc | 50.91 | _ | 1.41 |
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Average: 39.9
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### BIGBENCH
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| Task | Version | Metric | Value | Std Err |
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|-----------------------------------|---------|--------|--------|---------|
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| bigbench\_causal\_judgement | 0 | MCG | 50 | 2.26 |
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| bigbench\_date\_understanding | 0 | MCG | 49.14 | 2.18 |
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| bigbench\_disambiguation\_qa | 0 | MCG | 49.31 | 2.74 |
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| bigbench\_geometric\_shapes | 0 | MCG | 14.18 | 1.37 |
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| bigbench\_logical\_deduction\_5objs | 0 | MCG | 49.41 | 2.73 |
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| bigbench\_logical\_deduction\_7objs | 0 | MCG | 41.48 | 2.46 |
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| bigbench\_logical\_deduction\_3objs | 0 | MCG | 69.33 | 2.75 |
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| bigbench\_movie\_recommendation | 0 | MCG | 51.71 | 2.25 |
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| bigbench\_navigate | 0 | MCG | 50 | 1.58 |
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| bigbench\_reasoning\_colored\_obj | 0 | MCG | 51.92 | 0.99 |
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| bigbench\_ruin\_names | 0 | MCG | 48.14 | 2.01 |
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| bigbench\_salient\_trans\_err\_detec | 0 | MCG | 39.92 | 1.2 |
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| bigbench\_snarks | 0 | MCG | 64.14 | 3.71 |
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| bigbench\_sports\_understanding | 0 | MCG | 55.31 | 1.59 |
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| bigbench\_temporal\_sequences | 0 | MCG | 46.92 | 1.4 |
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| bigbench\_tsk\_shuff\_objs\_5 | 0 | MCG | 25.04 | 1.01 |
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| bigbench\_tsk\_shuff\_objs\_7 | 0 | MCG | 15.04 | 0.72 |
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| bigbench\_tsk\_shuff\_objs\_3 | 0 | MCG | 55.33 | 2.75 |
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Average: 44.7
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### TRUTHFULQA
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| Task | Version | Metric | Value | Std Err |
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|----------------------------------|---------|--------|--------|----------|
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| truthfulqa\_mc | 1 | mc1 | 30.11 | 1.61 |
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| truthfulqa\_mc | 1 | mc2 | 47.69 | 1.61 |
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Average:38.9
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### Training hyperparameters
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